| 2001 | The IDA'01 Robot Data Challenge. | Paul R. Cohen, Niall M. Adams, David J. Hand |
| 2001 | An Algorithm for Segmenting Categorical Time Series into Meaningful Episodes. | Paul R. Cohen, Niall M. Adams |
| 2001 | Fluent Learning: Elucidating the Structure of Episodes. | Paul R. Cohen |
| 2001 | MAMBO: Discovering Association Rules Based on Conditional Independencies. | Robert Castelo, A. J. Feelders, Arno Siebes |
| 2001 | Relevance Feedback in the Bayesian Network Retrieval Model: An Approach Based on Term Instantiation. | Luis M. de Campos, Juan M. Fernndez-Luna, Juan F. Huete |
| 2001 | Errors Detection and Correction in Large Scale Data Collecting. | Renato Bruni, Antonio Sassano |
| 2001 | Feature Characterization in Scientific Datasets. | Elizabeth Bradley, Nancy Collins, W. Philip Kegelmeyer |
| 2001 | A New Framework to Assess Association Rules. | Fernando Berzal Galiano, Ignacio J. Blanco, Daniel Snchez, Mara Amparo Vila Miranda |
| 2001 | RNA-Sequence-Structure Properties and Selenocysteine Insertion. | Rolf Backofen |
| 2001 | Analyzing Data Clusters: A Rough Sets Approach to Extract Cluster-Defining Symbolic Rules. | Syed Sibte Raza Abidi, Kok Meng Hoe, Alwyn Goh |
| 1999 | Data-Driven Theory Refinement Using | Jihoon Yang, Rajesh Parekh, Vasant G. Honavar, Drena Dobbs |
| 1999 | 3D Grand Tour for Multidimensional Data and Clusters. | Li Yang |
| 1999 | Computer-Assisted Classification of Legal Abstracts. | Bokyung Yang-Stephens, M. Charles Swope, Jeffrey Locke, Isabelle Moulinier |
| 1999 | Building Classes in Object-Based Languages by Automatic Clustering. | Petko Valtchev |
| 1999 | Pump Failure Detection Using Support Vector Data Descriptions. | David M. J. Tax, Alexander Ypma, Robert P. W. Duin |
| 1999 | Adaptive Information Filtering Algorithms. | Daniel R. Tauritz, Ida G. Sprinkhuizen-Kuyper |
| 1999 | Exploiting Sample-Data Distributions to Reduce the Cost of Nearest-Neighbor Searches with Kd-Trees. | Douglas A. Talbert, Douglas H. Fisher |
| 1999 | Integrating Declarative Knowledge in Hierarchical Clustering Tasks. | Luis Talavera, Javier Bjar |
| 1999 | Feature Selection as Retrospective Pruning in Hierarchical Clustering. | Luis Talavera |
| 1999 | Evolutionary Computation to Search for Strongly Correlated Variables in High-Dimensional Time-Series. | Stephen Swift, Allan Tucker, Xiaohui Liu |
| 1999 | Discriminative Power of Input Features in a Fuzzy Model. | Rosaria Silipo, Michael R. Berthold |
| 1999 | From Theoretical Learnability to Statistical Measures of the Learnable. | Marc Sebban, Gilles Richard |
| 1999 | Discovering Dynamics Using Bayesian Clustering. | Paola Sebastiani, Marco Ramoni, Paul R. Cohen, John Warwick, James Davis |
| 1999 | A Decision Tree Algorithm for Ordinal Classification. | Rob Potharst, Jan C. Bioch |
| 1999 | Data Mining for the Detection of Turning Points in Financial Time Series. | Thorsten Poddig, Claus Huber |